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Page 1
Genetic and Survey Data Improves Performance of Machine Learning Model for Long COVID.
Wei WQ, Guardo C, Gandireddy S, Yan C, Ong H, Kerchberger V, Dickson A, Pfaff E, Master H, Basford M, Tran N, Mancuso S, Syed T, Zhao Z, Feng Q, Haendel M, Lunt C, Ginsburg G, Chute C, Denny J, Roden D. Wei WQ, et al. Res Sq [Preprint]. 2023 Dec 19:rs.3.rs-3749510. doi: 10.21203/rs.3.rs-3749510/v1. Res Sq. 2023. PMID: 38196610 Free PMC article. Preprint.
De-black-boxing health AI: demonstrating reproducible machine learning computable phenotypes using the N3C-RECOVER Long COVID model in the All of Us data repository.
Pfaff ER, Girvin AT, Crosskey M, Gangireddy S, Master H, Wei WQ, Kerchberger VE, Weiner M, Harris PA, Basford M, Lunt C, Chute CG, Moffitt RA, Haendel M; N3C and RECOVER Consortia. Pfaff ER, et al. J Am Med Inform Assoc. 2023 Jun 20;30(7):1305-1312. doi: 10.1093/jamia/ocad077. J Am Med Inform Assoc. 2023. PMID: 37218289
A metadata framework for computational phenotypes.
Spotnitz M, Acharya N, Cimino JJ, Murphy S, Namjou B, Crimmins N, Walunas T, Liu C, Crosslin D, Benoit B, Rosenthal E, Pacheco JA, Ostropolets A, Reyes Nieva H, Patterson JS, Richter LR, Callahan TJ, Elhussein A, Pang C, Kiryluk K, Nestor J, Khan A, Mohan S, Minty E, Chung W, Wei WQ, Natarajan K, Weng C. Spotnitz M, et al. JAMIA Open. 2023 May 9;6(2):ooad032. doi: 10.1093/jamiaopen/ooad032. eCollection 2023 Jul. JAMIA Open. 2023. PMID: 37181728 Free PMC article.
Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network.
Pacheco JA, Rasmussen LV, Wiley K Jr, Person TN, Cronkite DJ, Sohn S, Murphy S, Gundelach JH, Gainer V, Castro VM, Liu C, Mentch F, Lingren T, Sundaresan AS, Eickelberg G, Willis V, Furmanchuk A, Patel R, Carrell DS, Deng Y, Walton N, Satterfield BA, Kullo IJ, Dikilitas O, Smith JC, Peterson JF, Shang N, Kiryluk K, Ni Y, Li Y, Nadkarni GN, Rosenthal EA, Walunas TL, Williams MS, Karlson EW, Linder JE, Luo Y, Weng C, Wei W. Pacheco JA, et al. Sci Rep. 2023 Feb 3;13(1):1971. doi: 10.1038/s41598-023-27481-y. Sci Rep. 2023. PMID: 36737471 Free PMC article.
28 results